NandhaKishorM/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

GitHub repository with 24,748 stars and 2,137 forks.

Language: Python

Topics: calibration, classification, decision-model, huggingface, jev, modernbert, multilingual, nlp, python, pytorch

Open provider repository

24h trend summary

Trending score 6.97, freshness score 0.92, stars gained +4,332, forks gained +390.

Latest metric snapshot

2026-09-26: 24,748 stars and 2,137 forks.

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